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An important pillar for safe machine learning (ML) is the systematic mitigation of weaknesses in neural networks to afford their deployment in critical applications. An ubiquitous class of safety risks are learned shortcuts, i.e. spurious…

Computer Vision and Pattern Recognition · Computer Science 2021-04-26 Julia Rosenzweig , Joachim Sicking , Sebastian Houben , Michael Mock , Maram Akila

The severity of recent vulnerabilities discovered on modern CPUs, e.g., Spectre [1], highlights how information leakage can have devas-tating effects to the security of computer systems. At the same time, it suggests that confidentiality…

Cryptography and Security · Computer Science 2023-10-18 Lex Bailey , Jim Woodcock , Simon Foster , Roberto Metere

Microarchitectural attacks compromise security by exploiting software-visible artifacts of microarchitectural optimizations such as caches and speculative execution. Defending against such attacks at the software level requires an…

Cryptography and Security · Computer Science 2024-01-18 Gideon Mohr , Marco Guarnieri , Jan Reineke

The code generation modules inside modern compilers such as GCC and LLVM, which use a limited number of CPU registers to store a large number of program variables, may introduce side-channel leaks even in software equipped with…

Cryptography and Security · Computer Science 2019-02-28 Jingbo Wang , Chungha Sung , Chao Wang

Verifying the security of masked hardware and software implementations, under advanced leakage models, remains a significant challenge, especially then accounting for glitches, transitions and CPU micro-architectural specifics. Existing…

Hardware Architecture · Computer Science 2025-12-09 Noé Amiot , Quentin L. Meunier , Karine Heydemann , Emmanuelle Encrenaz

Modern microarchitectures incorporate optimization techniques such as speculative loads and store forwarding to improve the memory bottleneck. The processor executes the load speculatively before the stores, and forwards the data of a…

Cryptography and Security · Computer Science 2019-06-04 Saad Islam , Ahmad Moghimi , Ida Bruhns , Moritz Krebbel , Berk Gulmezoglu , Thomas Eisenbarth , Berk Sunar

Recently, out-of-order execution, an important performance optimization in modern high-end processors, has been revealed to pose a significant security threat, allowing information leaks across security domains. In particular, the Meltdown…

Cryptography and Security · Computer Science 2019-05-31 Marina Minkin , Daniel Moghimi , Moritz Lipp , Michael Schwarz , Jo Van Bulck , Daniel Genkin , Daniel Gruss , Frank Piessens , Berk Sunar , Yuval Yarom

The Spectre family of speculative execution attacks have required a rethinking of formal methods for security. Approaches based on operational speculative semantics have made initial inroads towards finding vulnerable code and validating…

Cryptography and Security · Computer Science 2021-12-14 Hernán Ponce-de-León , Johannes Kinder

This paper serves as a progress report on our research, specifically focusing on utilizing interval analysis, an existing static analysis method, for detecting vulnerabilities in smart contracts. We present a selection of motivating…

Software Engineering · Computer Science 2023-09-26 Ştefan-Claudiu Susan , Andrei Arusoaie

Cyber-physical systems (CPSs) are widespread in critical domains, and significant damage can be caused if an attacker is able to modify the code of their programmable logic controllers (PLCs). Unfortunately, traditional techniques for…

Cryptography and Security · Computer Science 2021-08-24 Yuqi Chen , Christopher M. Poskitt , Jun Sun

Speculative execution attacks undermine the security of constant-time programming, the standard technique used to prevent microarchitectural side channels in security-sensitive software such as cryptographic code. Constant-time code must…

Cryptography and Security · Computer Science 2023-12-18 Rutvik Choudhary , Alan Wang , Zirui Neil Zhao , Adam Morrison , Christopher W. Fletcher

Modern microprocessors depend on speculative execution, creating vulnerabilities that enable transient execution attacks. Prior defenses target speculative data leakage but overlook false dependencies from partial address aliasing, where…

Cryptography and Security · Computer Science 2026-01-30 Gayathri Subramanian , Girinath P , Nitya Ranganathan , Kamakoti Veezhinathan , Gopalakrishnan Srinivasan

Speculation is key to achieving high CPU performance, yet it enables risks like Spectre attacks which remain a significant challenge to mitigate without incurring substantial performance overheads. These attacks typically unfold in three…

Cryptography and Security · Computer Science 2025-05-09 Hossam ElAtali , N. Asokan

Speculative multi-threading (SpMT) has been proposed as a perspective method to exploit Chip Multiprocessors (CMP) hardware potential. It is a thread level speculation (TLS) model mainly depending on software and hardware co-design. This…

Hardware Architecture · Computer Science 2015-12-29 Dong Zhaoyu , Gao Bing , Zhao Yinliang , Song Shaolong , Du Yanning

Modern CPUs are black boxes, proprietary, and increasingly characterized by sophisticated microarchitectural flaws that evade traditional analysis. While some of these critical vulnerabilities have been uncovered through cumbersome manual…

Cryptography and Security · Computer Science 2026-01-09 Johannes Lenzen , Mohamadreza Rostami , Lichao Wu , Ahmad-Reza Sadeghi

Combinations of active automata learning, model-based testing and model checking have been successfully used in numerous applications, e.g., for spotting bugs in implementations of major network protocols and to support refactoring of…

Software Engineering · Computer Science 2025-12-09 Bram Pellen , María Belén Rodríguez , Frits Vaandrager , Petra van den Bos

Information leakage is a class of error that can lead to severe consequences. However unlike other errors, it is rarely explicitly considered during the software testing process. LeakFuzzer advances the state of the art by using a…

Software Engineering · Computer Science 2025-01-27 Daniel Blackwell , Ingolf Becker , David Clark

This paper introduces Triosecuris, a formally verified defense against Spectre BTB, RSB, and PHT that combines CET-style hardware-assisted control-flow integrity with compiler-inserted speculative load hardening (SLH). Triosecuris is based…

Cryptography and Security · Computer Science 2026-04-03 Jonathan Baumann , Yonghyun Kim , Yan Farba , Catalin Hritcu , Julay Leatherman-Brooks

Speculative side-channel attacks access sensitive data and use transmitters to leak the data during wrong-path execution. Various defenses have been proposed to prevent such information leakage. However, not all speculatively executed…

Cryptography and Security · Computer Science 2022-12-05 Pavlos Aimoniotis , Christos Sakalis , Magnus Själander , Stefanos Kaxiras

High-confidence computing relies on trusted instructional set architecture, sealed kernels, and secure operating systems. Cloud computing depends on trusted systems for virtualization tasks. Branch predictions and pipelines are essential in…

Cryptography and Security · Computer Science 2025-06-24 Shuangbao Paul Wang
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